Dataset statistics
| Number of variables | 7 |
|---|---|
| Number of observations | 660 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 36.2 KiB |
| Average record size in memory | 56.2 B |
Variable types
| Numeric | 6 |
|---|---|
| Categorical | 1 |
skurczowe BP is highly correlated with rozkurczowe BP and 1 other fields | High correlation |
rozkurczowe BP is highly correlated with skurczowe BP and 1 other fields | High correlation |
tetnicze BP is highly correlated with skurczowe BP and 1 other fields | High correlation |
skurczowe BP is highly correlated with rozkurczowe BP and 1 other fields | High correlation |
rozkurczowe BP is highly correlated with skurczowe BP and 1 other fields | High correlation |
tetnicze BP is highly correlated with skurczowe BP and 1 other fields | High correlation |
skurczowe BP is highly correlated with rozkurczowe BP and 1 other fields | High correlation |
rozkurczowe BP is highly correlated with skurczowe BP and 1 other fields | High correlation |
tetnicze BP is highly correlated with skurczowe BP and 1 other fields | High correlation |
tetno is highly correlated with skurczowe BP | High correlation |
skurczowe BP is highly correlated with tetno and 2 other fields | High correlation |
rozkurczowe BP is highly correlated with skurczowe BP and 1 other fields | High correlation |
tetnicze BP is highly correlated with skurczowe BP and 1 other fields | High correlation |
szerokosc SAS is highly correlated with srednie HbO2 | High correlation |
srednie HbO2 is highly correlated with szerokosc SAS | High correlation |
hipoksja is uniformly distributed | Uniform |
skurczowe BP has unique values | Unique |
rozkurczowe BP has unique values | Unique |
tetnicze BP has unique values | Unique |
szerokosc SAS has unique values | Unique |
srednie HbO2 has unique values | Unique |
Reproduction
| Analysis started | 2022-09-01 14:41:09.141791 |
|---|---|
| Analysis finished | 2022-09-01 14:41:16.554886 |
| Duration | 7.41 seconds |
| Software version | pandas-profiling v3.2.0 |
| Download configuration | config.json |
| Distinct | 95 |
|---|---|
| Distinct (%) | 14.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 62.09890388 |
| Minimum | 43.16546763 |
|---|---|
| Maximum | 76.92307692 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.3 KiB |
Quantile statistics
| Minimum | 43.16546763 |
|---|---|
| 5-th percentile | 49.18032787 |
| Q1 | 55.55555556 |
| median | 61.8556701 |
| Q3 | 68.96551724 |
| 95-th percentile | 75 |
| Maximum | 76.92307692 |
| Range | 33.7576093 |
| Interquartile range (IQR) | 13.40996169 |
Descriptive statistics
| Standard deviation | 8.27351159 |
|---|---|
| Coefficient of variation (CV) | 0.1332312017 |
| Kurtosis | -1.125675583 |
| Mean | 62.09890388 |
| Median Absolute Deviation (MAD) | 7.109847138 |
| Skewness | -0.06199617712 |
| Sum | 40985.27656 |
| Variance | 68.45099403 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 68.96551724 | 29 | 4.4% |
| 71.42857143 | 25 | 3.8% |
| 58.82352941 | 22 | 3.3% |
| 69.76744186 | 21 | 3.2% |
| 72.28915663 | 20 | 3.0% |
| 59.40594059 | 20 | 3.0% |
| 67.41573034 | 20 | 3.0% |
| 68.18181818 | 20 | 3.0% |
| 70.58823529 | 19 | 2.9% |
| 61.8556701 | 18 | 2.7% |
| Other values (85) | 446 |
| Value | Count | Frequency (%) |
| 43.16546763 | 1 | 0.2% |
| 45.11278195 | 1 | 0.2% |
| 45.45454545 | 1 | 0.2% |
| 45.80152672 | 1 | 0.2% |
| 46.51162791 | 3 | |
| 46.875 | 1 | 0.2% |
| 47.05882353 | 1 | 0.2% |
| 47.24409449 | 3 | |
| 47.61904762 | 2 | 0.3% |
| 48 | 5 |
| Value | Count | Frequency (%) |
| 76.92307692 | 6 | 0.9% |
| 76.43312102 | 1 | 0.2% |
| 75.94936709 | 12 | |
| 75.47169811 | 1 | 0.2% |
| 75 | 16 | |
| 74.53416149 | 3 | 0.5% |
| 74.07407407 | 13 | |
| 73.6196319 | 2 | 0.3% |
| 73.17073171 | 17 | |
| 72.72727273 | 2 | 0.3% |
skurczowe BP
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIQUE| Distinct | 660 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 67.03251749 |
| Minimum | 41.39259742 |
|---|---|
| Maximum | 87.87393253 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.3 KiB |
Quantile statistics
| Minimum | 41.39259742 |
|---|---|
| 5-th percentile | 50.45717565 |
| Q1 | 60.51474035 |
| median | 68.03360369 |
| Q3 | 73.68265144 |
| 95-th percentile | 81.89428607 |
| Maximum | 87.87393253 |
| Range | 46.48133511 |
| Interquartile range (IQR) | 13.16791109 |
Descriptive statistics
| Standard deviation | 9.72806061 |
|---|---|
| Coefficient of variation (CV) | 0.1451245004 |
| Kurtosis | -0.3161707123 |
| Mean | 67.03251749 |
| Median Absolute Deviation (MAD) | 6.762715466 |
| Skewness | -0.3024797023 |
| Sum | 44241.46155 |
| Variance | 94.63516323 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 65.24841326 | 1 | 0.2% |
| 69.27904883 | 1 | 0.2% |
| 70.4890205 | 1 | 0.2% |
| 70.41791507 | 1 | 0.2% |
| 70.68522363 | 1 | 0.2% |
| 71.20931619 | 1 | 0.2% |
| 78.19896935 | 1 | 0.2% |
| 78.36584789 | 1 | 0.2% |
| 79.16158931 | 1 | 0.2% |
| 81.89395114 | 1 | 0.2% |
| Other values (650) | 650 |
| Value | Count | Frequency (%) |
| 41.39259742 | 1 | |
| 41.91016102 | 1 | |
| 42.08345119 | 1 | |
| 42.10116624 | 1 | |
| 42.75482346 | 1 | |
| 42.8444254 | 1 | |
| 42.94894638 | 1 | |
| 43.09433743 | 1 | |
| 43.19480731 | 1 | |
| 43.3503783 | 1 |
| Value | Count | Frequency (%) |
| 87.87393253 | 1 | |
| 87.84418523 | 1 | |
| 87.56316981 | 1 | |
| 87.52001583 | 1 | |
| 87.36308757 | 1 | |
| 86.92524865 | 1 | |
| 86.89931916 | 1 | |
| 86.78049923 | 1 | |
| 86.4143692 | 1 | |
| 86.12861927 | 1 |
rozkurczowe BP
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIQUE| Distinct | 660 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 116.3833156 |
| Minimum | 78.34576321 |
|---|---|
| Maximum | 161.9201493 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.3 KiB |
Quantile statistics
| Minimum | 78.34576321 |
|---|---|
| 5-th percentile | 92.06267087 |
| Q1 | 107.1828737 |
| median | 116.3881945 |
| Q3 | 126.5127754 |
| 95-th percentile | 138.4130858 |
| Maximum | 161.9201493 |
| Range | 83.5743861 |
| Interquartile range (IQR) | 19.32990167 |
Descriptive statistics
| Standard deviation | 14.37312453 |
|---|---|
| Coefficient of variation (CV) | 0.1234981531 |
| Kurtosis | 0.2857186501 |
| Mean | 116.3833156 |
| Median Absolute Deviation (MAD) | 9.495046928 |
| Skewness | 0.1950753939 |
| Sum | 76812.98828 |
| Variance | 206.5867087 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 110.9998252 | 1 | 0.2% |
| 120.7042426 | 1 | 0.2% |
| 122.9690202 | 1 | 0.2% |
| 124.0036311 | 1 | 0.2% |
| 123.9149495 | 1 | 0.2% |
| 124.141682 | 1 | 0.2% |
| 130.1736597 | 1 | 0.2% |
| 131.4038819 | 1 | 0.2% |
| 131.3087705 | 1 | 0.2% |
| 135.6016921 | 1 | 0.2% |
| Other values (650) | 650 |
| Value | Count | Frequency (%) |
| 78.34576321 | 1 | |
| 78.63498524 | 1 | |
| 81.34839951 | 1 | |
| 84.86627982 | 1 | |
| 85.59309699 | 1 | |
| 85.84932637 | 1 | |
| 85.88229326 | 1 | |
| 87.13330739 | 1 | |
| 87.37435193 | 1 | |
| 87.48200751 | 1 |
| Value | Count | Frequency (%) |
| 161.9201493 | 1 | |
| 160.6602495 | 1 | |
| 160.5549446 | 1 | |
| 159.7127172 | 1 | |
| 158.9021471 | 1 | |
| 158.7779848 | 1 | |
| 158.743969 | 1 | |
| 157.5054568 | 1 | |
| 157.4024093 | 1 | |
| 156.5067781 | 1 |
tetnicze BP
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIQUE| Distinct | 660 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 83.48278352 |
| Minimum | 55.0155066 |
|---|---|
| Maximum | 112.5560048 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.3 KiB |
Quantile statistics
| Minimum | 55.0155066 |
|---|---|
| 5-th percentile | 64.88670863 |
| Q1 | 76.31064712 |
| median | 84.94457836 |
| Q3 | 90.49826063 |
| 95-th percentile | 99.63489351 |
| Maximum | 112.5560048 |
| Range | 57.54049819 |
| Interquartile range (IQR) | 14.18761351 |
Descriptive statistics
| Standard deviation | 10.76952162 |
|---|---|
| Coefficient of variation (CV) | 0.1290029053 |
| Kurtosis | -0.05283795502 |
| Mean | 83.48278352 |
| Median Absolute Deviation (MAD) | 6.754111137 |
| Skewness | -0.2333150072 |
| Sum | 55098.63712 |
| Variance | 115.9825959 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 80.49888391 | 1 | 0.2% |
| 86.42078007 | 1 | 0.2% |
| 87.98235375 | 1 | 0.2% |
| 88.2798204 | 1 | 0.2% |
| 88.42846558 | 1 | 0.2% |
| 88.85343813 | 1 | 0.2% |
| 95.52386613 | 1 | 0.2% |
| 96.04519257 | 1 | 0.2% |
| 96.54398302 | 1 | 0.2% |
| 99.79653146 | 1 | 0.2% |
| Other values (650) | 650 |
| Value | Count | Frequency (%) |
| 55.0155066 | 1 | |
| 56.21150707 | 1 | |
| 56.53620409 | 1 | |
| 57.27324099 | 1 | |
| 57.28861151 | 1 | |
| 57.39781705 | 1 | |
| 57.69324152 | 1 | |
| 57.93652776 | 1 | |
| 58.23513873 | 1 | |
| 58.2581012 | 1 |
| Value | Count | Frequency (%) |
| 112.5560048 | 1 | |
| 111.9000937 | 1 | |
| 111.8937614 | 1 | |
| 111.2094408 | 1 | |
| 111.1704518 | 1 | |
| 110.7796611 | 1 | |
| 110.5242358 | 1 | |
| 110.4176355 | 1 | |
| 109.5880055 | 1 | |
| 109.3464772 | 1 |
| Distinct | 660 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.0002298157055 |
| Minimum | -0.01035368704 |
|---|---|
| Maximum | 0.0103473397 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 359 |
| Negative (%) | 54.4% |
| Memory size | 5.3 KiB |
Quantile statistics
| Minimum | -0.01035368704 |
|---|---|
| 5-th percentile | -0.004236116333 |
| Q1 | -0.001336040515 |
| median | -0.0001459726752 |
| Q3 | 0.00108502036 |
| 95-th percentile | 0.003544852551 |
| Maximum | 0.0103473397 |
| Range | 0.02070102674 |
| Interquartile range (IQR) | 0.002421060874 |
Descriptive statistics
| Standard deviation | 0.002368746594 |
|---|---|
| Coefficient of variation (CV) | -10.30715716 |
| Kurtosis | 2.442260148 |
| Mean | -0.0002298157055 |
| Median Absolute Deviation (MAD) | 0.001218700201 |
| Skewness | -0.1433080827 |
| Sum | -0.1516783656 |
| Variance | 5.610960425 × 10-6 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.005092146527 | 1 | 0.2% |
| -0.0008195744736 | 1 | 0.2% |
| 0.000237739268 | 1 | 0.2% |
| -0.0001727271956 | 1 | 0.2% |
| -0.001198373967 | 1 | 0.2% |
| -0.0001778838023 | 1 | 0.2% |
| -0.001753369766 | 1 | 0.2% |
| 0.0003636238781 | 1 | 0.2% |
| 0.001347359158 | 1 | 0.2% |
| -0.0007163084021 | 1 | 0.2% |
| Other values (650) | 650 |
| Value | Count | Frequency (%) |
| -0.01035368704 | 1 | |
| -0.009068979878 | 1 | |
| -0.008540140356 | 1 | |
| -0.008026931092 | 1 | |
| -0.007698524296 | 1 | |
| -0.007372209477 | 1 | |
| -0.007173132427 | 1 | |
| -0.006973405213 | 1 | |
| -0.006835729841 | 1 | |
| -0.006688994038 | 1 |
| Value | Count | Frequency (%) |
| 0.0103473397 | 1 | |
| 0.0100754312 | 1 | |
| 0.00690244703 | 1 | |
| 0.006535282859 | 1 | |
| 0.006446438529 | 1 | |
| 0.006402637324 | 1 | |
| 0.006054263799 | 1 | |
| 0.005896285273 | 1 | |
| 0.005854663424 | 1 | |
| 0.005462559293 | 1 |
| Distinct | 660 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.04136919827 |
| Minimum | -1.834475928 |
|---|---|
| Maximum | 2.022632405 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 373 |
| Negative (%) | 56.5% |
| Memory size | 5.3 KiB |
Quantile statistics
| Minimum | -1.834475928 |
|---|---|
| 5-th percentile | -0.6470425602 |
| Q1 | -0.2739421024 |
| median | -0.0451916643 |
| Q3 | 0.1543275207 |
| 95-th percentile | 0.6468357403 |
| Maximum | 2.022632405 |
| Range | 3.857108333 |
| Interquartile range (IQR) | 0.4282696231 |
Descriptive statistics
| Standard deviation | 0.4199051758 |
|---|---|
| Coefficient of variation (CV) | -10.15018887 |
| Kurtosis | 2.657407563 |
| Mean | -0.04136919827 |
| Median Absolute Deviation (MAD) | 0.215466718 |
| Skewness | 0.3099085902 |
| Sum | -27.30367086 |
| Variance | 0.1763203567 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.1344552643 | 1 | 0.2% |
| 0.4762766501 | 1 | 0.2% |
| -0.2696596361 | 1 | 0.2% |
| 0.1523394332 | 1 | 0.2% |
| 0.4722743823 | 1 | 0.2% |
| 0.08558051741 | 1 | 0.2% |
| -0.3103303255 | 1 | 0.2% |
| -1.318557142 | 1 | 0.2% |
| 0.2743048511 | 1 | 0.2% |
| 0.5813733498 | 1 | 0.2% |
| Other values (650) | 650 |
| Value | Count | Frequency (%) |
| -1.834475928 | 1 | |
| -1.348731745 | 1 | |
| -1.34838619 | 1 | |
| -1.336928182 | 1 | |
| -1.318557142 | 1 | |
| -1.196371476 | 1 | |
| -1.1434582 | 1 | |
| -1.130426996 | 1 | |
| -1.129178885 | 1 | |
| -1.093259993 | 1 |
| Value | Count | Frequency (%) |
| 2.022632405 | 1 | |
| 1.817793961 | 1 | |
| 1.741873049 | 1 | |
| 1.34873416 | 1 | |
| 1.193620268 | 1 | |
| 1.169074626 | 1 | |
| 1.156913356 | 1 | |
| 0.9910249304 | 1 | |
| 0.9888542398 | 1 | |
| 0.9561054189 | 1 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.3 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 660 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 330 | |
| 1 | 330 |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 330 | |
| 1 | 330 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 330 | |
| 1 | 330 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 660 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 330 | |
| 1 | 330 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 660 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 330 | |
| 1 | 330 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 660 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 330 | |
| 1 | 330 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here. A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
First rows
| tetno | skurczowe BP | rozkurczowe BP | tetnicze BP | szerokosc SAS | srednie HbO2 | hipoksja | |
|---|---|---|---|---|---|---|---|
| 0 | 56.338028 | 65.248413 | 110.999825 | 80.498884 | 0.005092 | 0.134455 | 0 |
| 1 | 51.724138 | 65.941506 | 112.415638 | 81.432883 | -0.004330 | 0.451472 | 0 |
| 2 | 49.180328 | 63.267139 | 113.062532 | 79.865603 | 0.006446 | -0.566881 | 0 |
| 3 | 50.420168 | 63.358812 | 112.373874 | 79.697166 | 0.001106 | 0.133177 | 0 |
| 4 | 55.045872 | 61.381638 | 111.304317 | 78.022531 | -0.006612 | 0.513424 | 0 |
| 5 | 49.180328 | 63.230620 | 116.272391 | 80.911210 | -0.001586 | 0.512496 | 0 |
| 6 | 48.780488 | 61.725775 | 112.336925 | 78.596158 | -0.006973 | -0.114028 | 0 |
| 7 | 51.282051 | 61.075887 | 112.799403 | 78.317059 | 0.006902 | -0.584436 | 0 |
| 8 | 50.209205 | 60.956475 | 110.976005 | 77.629652 | 0.000988 | 0.446211 | 0 |
| 9 | 51.282051 | 60.085017 | 107.536566 | 75.902200 | -0.000898 | -0.295860 | 0 |
Last rows
| tetno | skurczowe BP | rozkurczowe BP | tetnicze BP | szerokosc SAS | srednie HbO2 | hipoksja | |
|---|---|---|---|---|---|---|---|
| 650 | 75.949367 | 60.982006 | 100.059901 | 74.007971 | -0.000014 | -0.008525 | 1 |
| 651 | 74.074074 | 59.438252 | 97.062981 | 71.979829 | 0.000125 | -0.207536 | 1 |
| 652 | 72.289157 | 60.308271 | 98.860077 | 73.158873 | -0.000033 | 0.168757 | 1 |
| 653 | 68.965517 | 60.432479 | 98.868273 | 73.244410 | 0.000346 | -0.302568 | 1 |
| 654 | 75.000000 | 60.075340 | 100.443162 | 73.531281 | -0.000684 | -0.184269 | 1 |
| 655 | 72.289157 | 58.842679 | 98.352216 | 72.012525 | -0.000446 | -0.008857 | 1 |
| 656 | 72.289157 | 59.060775 | 99.598294 | 72.573281 | 0.001490 | -0.343027 | 1 |
| 657 | 73.170732 | 60.142736 | 102.333779 | 74.206417 | 0.000098 | -0.043034 | 1 |
| 658 | 73.170732 | 59.936224 | 101.313933 | 73.728794 | -0.000736 | 0.049608 | 1 |
| 659 | 74.074074 | 60.009439 | 100.627559 | 73.548813 | -0.000877 | -0.093339 | 1 |